CILVR SEMINAR: Foundations behind the Prescient Design’s approach to protein design

Date: Tuesday, February 8, 2022, 9PM

Location: ONLI

Speaker: Kyunghyun Cho

Prescient Design at Genentech investigates, develops and deploys a machine learning driven platform for protein design. At the core of Prescient Design’s strategy is the deep manifold sampler which is a non-autoregressive sequence denoising autoencoder combined with a function predictor. In this talk, I will describe the foundations behind the deep manifold sampler.